Publications

Journals, Confrences & Books

Journals

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Conferences

Books

Journals

#	TItle	Year	Link
1	M.M. Fraz , P. Remagnino, A. Hoppe, B. Uyyanonvara, A.R. Rudnicka, C.G. Owen, S.A. Barman , "An Ensemble Classification-Based Approach Applied to Retinal Blood Vessel Segmentation", IEEE Transactions on Biomedical Engineering, Vol. 59 , No. 9, PP. 2538-2548, Sep, 2012. IF: 4.491	2012	Link
2	M.M. Fraz , P. Remagnino, A. Hoppe, B. Uyyanonvara, A.R. Rudnicka, C.G. Owen, S.A. Barman , "Blood vessel segmentation methodologies in retinal images – A survey", Computer Methods and Programs in Biomedicine, Vol. 108 , No. 1, PP. 407-433, Oct, 2012. IF: 3.424	2012	Link
3	M.M. Fraz , S.A. Barman, P. Remagnino, A. Hoppe, A. Basit, B. Uyyanonvara, A.R. Rudnicka, C.G. Owen , "An approach to localize the retinal blood vessels using bit planes and centerline detection", Computer Methods and Programs in Biomedicine, Vol. 108 , No. 2, PP. 600-616, Nov, 2012. IF: 3.424	2012	Link
4	M.M. Fraz , P. Remagnino, A. Hoppe, A. Rudnicka, C.G. Owen, P. H. Whincup, S.A. Barman , "Quantification of blood vessel calibre in retinal images of multi-ethnic school children using model based approach", Computerized Medical Imaging and Graphics, Vol. 37 , No. 1, PP. 48-60, Jan, 2013. IF: 3.298	2013	Link
5	M.M. Fraz , A. Basit, S. A. Barman , "Application of Morphological Bit Planes in Retinal Blood Vessel Extraction", Journal of Digital Imaging, Vol. 26 , No. 2, PP. 274-286, Apr, 2013. IF: 2.572	2013	Link
6	M.M. Fraz , A. R. Rudnicka, C. G. Owen, S. A. Barman , "Delineation of blood vessels in paediatric retinal images using decision trees-based ensemble classification.", International journal of computer assisted radiology and surgery, Vol. 9 , No. 5, PP. 795-811, Sep, 2014. IF: 2.155	2014	Link
7	A. Basit, M.M.Fraz , "Optic disc detection and boundary extraction in retinal images", Applied Optics, Vol. 54 , No. 11, PP. 3440-3447, Apr, 2015. IF: 1.973	2015	Link
8	R.A. Welikala, M.M. Fraz , J. Dehmeshki, A. Hoppe, V. Tah, S. Mann, T.H. Williamson, S.A. Barman , "Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy", Computerized Medical Imaging and Graphics, Vol. 43 , No. 7, PP. 64-77, Jul, 2015. IF: 3.298	2015	Link
9	R.A. Welikala, M.M. Fraz, T.H. Williamson, S.A. Barman , , "The automated detection of proliferative diabetic retinopathy using dual ensemble classification", International Journal of Diagnostic Imaging, Vol. 2 , No. 2, PP. , Sep, 2015. IF: 0	2015	Link
10	M.M. Fraz , R.A. Welikala, A.R. Rudnicka, C.G. Owen, D.P. Strachan, S.A. Barman , "QUARTZ: Quantitative Analysis of Retinal Vessel Topology and size – An automated system for quantification of retinal vessels morphology", Expert Systems with Applications, Vol. 42 , No. 20, PP. 7221, Nov, 2015. IF: 4.292	2015	Link
11	RA Welikala, M.M. Fraz, PJ Foster, PH Whincup, AR Rudnicka, CG Owen, DP Strachan, SA Barman , "Automated retinal image quality assessment on the UK Biobank dataset for epidemiological studies", Computers in Biology and Medicine, Vol. 71 , No. 1, PP. 67–76, Apr, 2016. IF: 2.286	2016	Link
12	M. Abdullah, M.M. Fraz, S.A. Barman , "Localization and segmentation of optic disc in retinal images using Circular Hough transform and Grow Cut algorithm", PeerJ, Vol. 4 , No. 1, PP. 1-23, Apr, 2016. IF: 2.353	2016	Link
13	M. M Fraz , W. Jahangir, S. Zahid, M. M. Hamayun, S. A. Barman , "Multiscale segmentation of exudates in retinal images using contextual cues and ensemble classification", Biomedical Signal Processing and Control, Vol. 35 , No. 1, PP. 50-62, May, 2017. IF: 2.943	2017	Link
14	M. N. Zahoor, M. M. Fraz , "A Correction to the Article “Fast Optic Disc Segmentation in Retina Using Polar Transform”", IEEE Access, Vol. 6 , No. 1, PP. 4845 - 4849, Jan, 2018. IF: 4.098	2018	Link
15	Sufian AlBadawi, M.M. Fraz , "Optimizing the trainable B-COSFIRE filter for retinal blood vessel segmentation", PeerJ, Vol. 6 , No. 1, PP. 5855, Nov, 2018. IF: 2.353	2018	Link
16	N. Pervaiz, M. M. Fraz, M. Shahzad , "Person Re-Identification Using Hybrid Representation Reinforced by Metric Learning", IEEE Access, Vol. 7 , No. 1, Dec, 2018. IF: 4.098	2018	Link
17	Christopher G Owen, Alicja R Rudnicka, Roshan A Welikala, M. Moazam Fraz, Sarah A Barman , Robert Luben, Shabina A Hayat, Kay-Tee Khaw, David P Strachan, Peter H Whincup, Paul J Foster , "Retinal vasculometry associations with cardiometabolic risk factors in the European Prospective Investigation of Cancer Norfolk study", Ophthalmology, Vol. 126 , No. 1, PP. 96-106, Jan, 2019. IF: 7.732	2019	Link
18	R M S Bashir, M Shahzad, M M Fraz , "VR-PROUD: Vehicle Re-identification using PROgressive Unsupervised Deep architecture", Pattern Recognition, Vol. 90 , No. 1, PP. 52-65, Jan, 2019. IF: 5.898	2019	Link
19	S. A. Badawi and M. M. Fraz , "Multiloss Function Based Deep Convolutional Neural Network for Segmentation of Retinal Vasculature into Arterioles and Venules", BioMed Research International, Vol. 2019 , No. 1, PP. 17, Apr, 2019. IF: 2.197	2019	Link
20	S. Arshad, M. Shahzad, Q. Riaz, M. M. Fraz , "DPRNet: Deep 3D Point based Residual Network for Semantic Segmentation and Classification of 3D Point Clouds", IEEE Access, Vol. 8 , No. 1, May, 2019. IF: 4.098	2019	Link
21	S. B. Ahmed, S. F. Ali, J. Ahmad, M. Adnan, M. M. Fraz , "On the Frontiers of Pose Invariant Face Recognition: A Review", Artificial Intelligence Review, Vol. 2019 , No. 1, PP. 1-64, Jul, 2019. IF: 5.095	2019	Link
22	M. Shaban, S.A. Khurram, M. M. Fraz , N. Alsubaie, I. Masood, S. Mushtaq, M. Hassan, A. Loya & N. M. Rajpoot , "A Novel Digital Score for Abundance of Tumour Infiltrating Lymphocytes Predicts Disease Free Survival in Oral Squamous Cell Carcinoma", Nature Scientific Reports, Vol. 9 , No. 1, PP. 13341 (2019) , Sep, 2019. IF: 4.525	2019	Link
23	M.M. Fraz , M. Badar, A.W. Malik, S. A. Barman , "Computational Methods for Exudates Detection and Macular Edema Estimation in Retinal Images: A Survey", Archives of Computational Methods in Engineering, Vol. 26 , No. 4, PP. 1193–1220, Sep, 2019. IF: 7.242	2019	Link
24	M.M. Fraz , S. A. Khurran, S. Graham, M. Shaban, Asif Loya, N.M. Rajpoot , "FABnet: Feature attention based network for simultaneous segmentation of microvessels and nerves in routine histology images of oral cancer", Neural Computing and Applications, Vol. 20 , No. 1, Nov, 2019. IF: 4.66	2019	Link
25	T Zaheer, AW Malik, AU Rahman, A Zahir, M. M. Fraz , "A vehicular network–based intelligent transport system for smart cities", International Journal of Distributed Sensor Networks, Vol. 10 , No. 1, Nov, 2019. IF: 1.62	2019	Link
26	M. Shaban, R. Awan, M.M. Fraz , A. Azam, Y. Tsang, D. Snead, N.M. Rajpoot , "Context-Aware Convolutional Neural Network for Grading of Colorectal Cancer Histology Images", IEEE Transactions on Medical Imaging, Vol. 21 , No. 1, Feb, 2020. IF: 7.81	2020	Link
27	M. Haroon, M. Shahzad, M.M. Fraz , "Multi-sized Object Detection Using Spaceborne Optical Imagery", IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing (JSTARS), Vol. 0 , No. 0, PP. , Jun, 2020. IF: 3.392	2020	Link
28	M.A. Hashmi, Q. Riaz, M. Zeeshan M. Shahzad, M. M. Fraz , "Motion Reveal Emotions: Identifying Emotions from Human Walk Using Chest Mounted Smartphone", IEEE Sensors Journal, Vol. 2020 , No. 1, Jun, 2020. IF: 3.073	2020	Link
29	Sajid Javed, A. Mahmood, M. M. Fraz, , NA Koohbanani, K. Benes, Yee-Wah Tsang, K. Hewitt, D, Epstein, D. Snead, NM Rajpoot , "Cellular community detection for tissue phenotyping in colorectal cancer histology images", Medical Image Analysis, Vol. 63 , No. 1, Jul, 2020. IF: 8.88	2020	Link
30	S. Mehmood, M. Shahzad, M.M. Fraz , "DCARN: Deep Context Aware Recurrent Neural Network for Semantic Segmentation of Large Scale Unstructured 3D Point Cloud", Neural Processing Letters, Vol. 52 , No. 3, Oct, 2020. IF: 2.89	2020	Link
31	I. Mahmood, M. Mobeen, AU Rahman, S. Younis, AW Malik, M. M. Fraz, KafaitUllah , "Modeling, simulation and forecasting of wind power plants using agent-based approach", Journal of Cleaner Production, Vol. 276 , No. 1, Dec, 2020. IF: 7.246	2020	Link
32	I Khurram, M.M. Fraz , M Shahzad, NM Rajpoot , "Dense-CaptionNet: A Sentence Generation Architecture for Fine-Grained Description of Image Semantics", Cognitive Computing, Vol. 13 , No. 1, PP. 595-691, Mar, 2021. IF: 4.287	2021	Link
33	SKJ Rizwi, MA Azad, M.M. Fraz , "Spectrum of Advancements and Developments in Multidisciplinary Domains for Generative Adversarial Networks (GANs)", Archives of Computational Methods in Engineering, Vol. 2021 , No. 1, Apr, 2021. IF: 6.730	2021	Link
34	N. Perwaiz, M. M. Fraz, M. Shahzad , "Stochastic attentions and context learning for person re-identification", PeerJ Computer Science, Vol. 7 , No. e447, May, 2021. IF: 3.09	2021	Link
35	Syed S. A. Zaidi, M. M. Fraz, M. Shahzad , "A multiapproach generalized framework for automated solution suggestion of support tickets", International Journal of Intelligent Systems, Vol. 21 , No. 2, Sep, 2021. IF: 8.9	2021	Link
36	SK Rizwi, W. Aslam, M. Shahzad, S. Saleem, M.M. Fraz , "PROUD-MAL: static analysis-based progressive framework for deep unsupervised malware classification of windows portable executable", Complex & Intelligent Systems, Vol. 21 , No. 2, Oct, 2021. IF: 4.92	2021	Link
37	Rizvi, S.K.J., Azad, M.A. & Fraz, M.M. Spectrum of Advancements and Developments in Multidisciplinary Domains for Generative Adversarial Networks (GANs). Arch Computat Methods Eng 28, 4503–4521 (2021). https://doi.org/10.1007/s11831-021-09543-4	2021	Link
38	Rizvi, S.K.J., Aslam, W., Shahzad, M. et al. PROUD-MAL: static analysis-based progressive framework for deep unsupervised malware classification of windows portable executable. Complex Intell. Syst. 8, 673–685 (2022). https://doi.org/10.1007/s40747-021-00560-1	2022	Link
39	Zahra, A., Perwaiz, N., Shahzad, M., & Fraz, M. M. (2022). Person Re-identification: A Retrospective on Domain Specific Open Challenges and Future Trends. arXiv. https://doi.org/10.48550/arXiv.2202.13121	2022	Link
40	Parvaiz, A., Khalid, M. A., Zafar, R., Ameer, H., Ali, M., & Fraz, M. M. (2022). Vision Transformers in Medical Computer Vision -- A Contemplative Retrospection. arXiv. https://doi.org/10.48550/arXiv.2203.15269	2022	Link
41	Badawi, S.A., Fraz, M.M., Shehzad, M. et al. Detection and Grading of Hypertensive Retinopathy Using Vessels Tortuosity and Arteriovenous Ratio. J Digit Imaging 35, 281–301 (2022). https://doi.org/10.1007/s10278-021-00545-z	2022	Link
42	Ali Zaidi, S. S., Fraz, M. M., Shahzad, M., & Khan, S. (2022). A multiapproach generalized framework for automated solution suggestion of support tickets. International Journal of Intelligent Systems, 37(6), 3654-3681.	2022	Link
43	Pervaiz, N., Fraz, M.M. & Shahzad, M. Per-former: rethinking person re-identification using transformer augmented with self-attention and contextual mapping. Vis Comput (2022). https://doi.org/10.1007/s00371-022-02577-0	2022	Link
44	Perwaiz, N., Fraz, M.M. & Shahzad, M. Smart surveillance with simultaneous person detection and re-identification. Multimed Tools Appl (2022). https://doi.org/10.1007/s11042-022-13458-y	2022	Link
45	Nasir, E. S., Perviaz, A., & Fraz, M. M. (2022). Nuclei & Glands Instance Segmentation in Histology Images: A Narrative Review. arXiv. https://doi.org/10.48550/arXiv.2208.12460	2022	Link
46	Dogar, G. M., Shahzad, M., & Fraz, M. M. (2023). Attention augmented distance regression and classification network for nuclei instance segmentation and type classification in histology images. Biomedical Signal Processing and Control, 79, 104199. https://doi.org/10.1016/j.bspc.2022.104199	2023	Link

Conferences

#	Title	Year	Link
1	M.A. Jan, F.A. Zahid, M.M. Fraz, Arshad Ali, “Exploiting peer group concept for adaptive and highly available services”; Proceedings of the Computing in High Energy and Nuclear Physics (CHEP 03), Mar 2003, La Jolla California, United States.	2003	Link
2	M.M. Fraz, M.Y. Javed, A. Basit, “Retinal Vessels Extraction Using Bitplanes”; Proceedings of the 8th IASTED International Conference on Visualization, Imaging, and Image Processing, Sep 2008, Palma De Mallorca, Spain.	2008	Link
3	M.M. Fraz, M.Y. Javed, A. Basit, “Evaluation of Retinal Vessel Segmentation Methodologies Based on Combination of Vessel Centerlines and Morphological Processing”; Proceedings of the 4th IEEE International Conference on Emerging Technologies (ICET 2008), Oct 2008, Islamabad, Pakistan.	2008	Link
4	M.M. Fraz, P. Remagnino, A. Hoppe, S. Velastin, B. Uyyanonvara, S.A. Barman, “A Supervised Method for Retinal Blood Vessel Segmentation Using Line Strength, Multiscale Gabor and Morphological Features”; Proceedings of the IEEE International Conference on Signal & Image Processing Applications, Nov 2011,Kuala Lumpur, Malaysia.	2011	Link
5	M.M. Fraz, A. Basit, P. Remagnino, A. Hoppe, S.A. Barman, “Retinal vasculature segmentation by morphological curvature, reconstruction and adapted hysteresis thresholding”; Proceedings of the 7th International Conference on Emerging Technologies (ICET 2011), Sep 2011, Islamabad, Pakistan.	2011	Link
6	M.M. Fraz, P. Remagnino, A. Hoppe, A. Rudnicka, C.G. Owen, P. H. Whincup, S.A. Barman, “A model based approach for vessel calibre measurement in retinal images”; Proceedings of the 8th International Conference on Signal Image Technology & Internet Based Systems (SITIS), Nov 2012, Sorrento, Italy.	2012	Link
7	M.M. Fraz, P. Remagnino, A. Hoppe, B. Uyyanonvara, A. Rudnicka, C.G. Owen, S.A. Barman, “Retinal vessel segmentation using ensemble classifier of bagged decision trees”; Proceedings of the IET Conference on Image Processing, Jul 2012, London, United Kingdom.	2012	Link
8	M. Shahzad, X. X. Zhu, “From TomoSAR Point Clouds to Objects: Facade Reconstruction”; Proceedings of the Tyrrhenian Workshop on Advances in Radar and Remote Sensing (TyWRRS), Jan 2012, Naples, Italy.	2012	Link
9	M.M. Fraz, P. Remagnino, A. Hoppe, S.A. Barman, “Retinal image analysis aimed at extraction of vascular structure using linear discriminant classifier”; Proceedings of the IEEE International Conference on Computer Medical Applications ICCMA’ 2013, Jan 2013, Sousse, Tunisia.	2013	Link
10	M. Shahzad, X. X. Zhu, “Reconstruction of Building Facades Using Spaceborne Multiview TomoSAR Point Clouds”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), Jan 2013, Melbourne, Australia.	2013	Link
11	X. X. Zhu, M. Shahzad, Y. Wang, R. Bamler, “Tomographic Urban Imaging Using TerraSAR-X High Resolution Spotlight Data Stacks”; Proceedings of the ESA Living Planet Symposium 2013 Jan, Edinburgh, United Kingdom.	2013	Link
12	M. Shahzad, X. X. Zhu, “Robust Building Facade Reconstruction from Spaceborne TomoSAR Points”; Proceedings of the CMRT13 – City Models, Roads and Traffic 2013 – ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Jan 2013, Antalya, Turkey.	2013	Link
13	M. Shahzad, X. X. Zhu, “Building façades reconstruction using multi-view tomosar point clouds”; Proceedings of the Joint Urban Remote Sensing Event (JURSE), Jan 2013, Sao Paulo, Brazil.	2013	Link
14	M.M. Fraz, A.R. Rudnicka, C.G. Owen, D.P. Strachan, S.A. Barman,“Automated Arteriole and Venule Recognition in Retinal Images using Ensemble Classification”; Proceedings of the 9th International Conference on Computer Vision Theory and Applications (VISAAP), Jan 2014, Lisbon, Portugal.	2014	Link
15	X. X. Zhu, Y. Wang, M. Shahzad, R. Bamler, “Spaceborne TomoSAR and Beyond: From SAR Image Stacks to Objects”; Proceedings of the 10th European Conference on Synthetic Aperture Radar (EUSAR), Jan 2014, Berlin, Germany.	2014	Link
16	M. Shahzad, X. X. Zhu, “Reconstructing 2-D/3-D Building Shapes From Spaceborne Tomographic SAR Point Clouds”; Proceedings of the Photogrammetric Computer Vision (PCV), International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences – ISPRS Technical Commission III Symposium, Jan 2014,,Switzerland.	2014	Link
17	M. Shahzad, X. X. Zhu, “Automatic Large Area Reconstruction of Building Facades from Spaceborne TomoSAR Point Clouds”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), Jan 2014, Quebec, Canada.	2014	Link
18	RA Welikala, MM Fraz, S Hayat, AR Rudnicka, PJ Foster, PH Whincup, CG Owen, DP Strachan, SA Barman, “Automated retinal vessel recognition and measurements on large datasets”; Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), 2015 Aug, 2015, Milan,Italy.	2015	Link
19	M. Abdullah and M. M. Fraz, “Application of grow cut algorithm for localization and extraction of optic disc in retinal images”; Proceedings of the 12th International Conference on High-capacity Optical Networks and Enabling/Emerging Technologies (HONET), Dec 2015, Islamabad, Pakistan.	2015	Link
20	M. Shahzad, X. X. Zhu, “Detection Of Buildings In Spaceborne TomoSAR Point Clouds Via Hybrid Region Growing And Energy Minimizatison Technique”; Proceedings of the Joint Urban Remote Sensing Conference (JURSE), Jan 2015, Lausanne, Switzerland.	2015	Link
21	M. Shahzad, M. Schmitt, X. X. Zhu, “Segmentation and crown parameter extraction of individual trees in an airborne TomoSAR point cloud”; Proceedings of the PIA15+HRIGI15 – Joint ISPRS conference, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, Volume XL-3/W2, 2015, Jan 2015, Munich, Germany.	2015	Link
22	M. Schmitt, M. Shahzad, X. X. Zhu,, “Forest remote sensing on the individual tree level by airborne millimeterwave SAR”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), 2016, Beijing, China, Jan 2016, Beijing, China	2016	Link
23	Y. Sun, M. Shahzad, X. X. Zhu, “First prismatic building model reconstruction from TomoSAR point clouds”; Proceedings of the XXIII ISPRS Congress 2016, Prague, Czech Republic, Jan 2016, Prague,Czech Republic.	2016	Link
24	X. X. Zhu, N. Ge, M. Shahzad,“Exploiting Group Sparsity in SAR Tomography”; Proceedings of the 3rd International Workshop on Compressed Sensing Theory and its Applications to Radar, Sonar and Remote Sensing (CoSeRa), Jan 2016, Pisa, Italy.	2016	Link
25	X. X. Zhu, N. Ge, M. Shahzad, “Group Sparsity in SAR Tomography – Experiments on TanDEM-X Data Stacks”; Proceedings of the 16th International Radar Symposium (IRS), Jan, 2016, Dresden,Germany.	2016	Link
26	M. Shahzad, X. X. Zhu, R. Bamler,“Façade structure reconstruction using spaceborne TomoSAR point clouds”; Proceedings of the IEEE Geoscience and Remote Sensing Symposium (IGARSS), Jan 2016, Munich, Germany.	2016	Link
27	Y. Sun, M. Shahzad, X. X. Zhu, “Building Height Estimation in Single SAR image using OSM building footprints”; Proceedings of the Joint Urban Remote Sensing Event (JURSE), Mar, 2017, Dubai, United Arab Emirates.	2017	Link
28	S. Mumtaz, N. Mubariz, S. Saleem, M. M. Fraz, “Weighted hybrid features for person re-identification”; Proceedings of the 7th International Conference on Image Processing Theory, Tools and Applications (IPTA), 2017, Dec, 2017, Montreal, QC, Canada.	2017	Link
29	I Khurram, M M Fraz, M Shahzad, “Detailed Sentence Generation Architecture for Image Semantics Description”; Proceedings of the 13th International Symposium on Visual Computing, Nov 2018, Las Vegas, United States.	2018	Link
30	M. Bader, M. Shahzad, M. M. Fraz, “Simultaneous Segmentation of Multiple Retinal Pathologies Using Fully Convolutional Deep Neural Network”; Proceedings of the 22nd Conference on Medical Image Understanding and Analysis 2018, Jul 2018, Southempton, United Kingdom.	2018	Link
31	Sufian AlBadawi, M.M. Fraz, “Arterioles and Venules Classification in Retinal Images Using Fully Convolutional Deep Neural Network”; Proceedings of the 15th International Conference Image Analysis and Recognition, Jun 2018, Póvoa de Varzim, Portugal.	2018	Link
32	M.Shahzad, M. Maurer, F. Fraundorfer, Y. Wang, X. X. Zhu, “Extraction of buildings in vhr SAR images using fully convolution neural networks”; Proceedings of the IEEE International Geoscience and Remote Sensing Symposium (IGARSS), Jul 2018, Valencia,Spain.	2018	Link
33	F. Kamran, M. Shahzad, F. Shafait, “Automated Military Vehicle Detection from Low-Altitude Aerial Images”; Proceedings of the Digital Image Computing: Techniques and Applications (DICTA), Dec, 2018, Canberra, Australia.	2018	Link
34	Naima Mubariz, Saba Mumtaz, M. M. Hamayun and M. M. Fraz,“Optimization of Person Re-Identification through Visual Descriptors”; Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Jan, 2018, Funchal, Madeira, Portugal.	2018	Link
35	R M S Bashir, M Shahzad, M M Fraz,“DUPL-VR: Deep Unsupervised Progressive Learning for Vehicle Re-Identification”; Proceedings of the 13th International Symposium on Visual Computing, Nov 2018, Las Vegas, United States.	2018	Link
36	W. Anser, M M Fraz, M Shahzad, “Two Stream Deep CNN-RNN Attentive Pooling Architecture for Video-based Person Re-identification”; Proceedings of the 23rd Iberoamerican Congress on Pattern Recognition, Nov 2018, Madrid, Spain.	2018	Link
37	S.Batool, M. Z. Ali, M. Shahzad, M. M. Fraz, “End to End Person Re-Identification for Automated Visual Surveillance”; Proceedings of the International Conference on Image Processing, Applications and Systems (IPAS), Dec 2018, Sophia Antipolis, France.	2018	Link
38	Sajid Javed, M.M. Fraz, David Epstein, David Snead, and Nasir M. Rajpoot, “Cellular Community Detection for Tissue Classification“; Proceedings of the 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain	2018	Link
39	.M.Fraz, M.Shaban, S.Graham, S.A.Khurram, N.M.Rajpoot, “Uncertainty Driven Pooling Network for Microvessel Segmentation in Routine Histology Images”; Proceedings of the 21st International Conference on Medical Image Computing and Computer Assisted Intervention, Sep 2018, Granada, Spain.	2018	Link
40	N. Pervaiz, M.M. Fraz, M. Shahzad; “Hierarchical Refined Local Associations for Robust Person Re-Identification”; Proceedings of 3rd IEEE International Conference on Robotics and Automation, Islamabad, Pakistan	2019	Link
41	RMS Bashir, H. Mahmood, SEA Raza, M. M. Fraz, A. Khurram, N.M.Rajpoot, “Automated Grade Classification of Oral Epithelial Dysplasia using Morphometric Analysis of Histology Images”; SPIE Medical Imaging Conference on Digital Pathology, 19 – 20 February 2020	2020	Link
42	MK Yaqoob, SF Ali, I. Kareem, M. M. Fraz, “Feature-based optimized deep residual network architecture for diabetic retinopathy detection”, Proceedings of the 23rd IEEE International Multitopic Conference (INMIC 2020), Nov, 2020, Bahawalpur, Pakistan.	2020	Link
43	N. Perwaiz, M.M. Fraz, M. Shahzad, “Smart Visual Surveillance: Proactive Person Re-identification instead of Impulsive Person Search”, Proceedings of the 23rd IEEE International Multitopic Conference (INMIC 2020), Nov, 2020, Bahawalpur, Pakistan.	2020	Link
44	U Javed, M. M. Fraz, I. Mahmood; M. Shahzad; O Arif, “Forecasting of Electricity Generation for Hydro Power Plants”, Proceedings of the 17th IEEE International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Dec, 2020, UNC Charlotte, USA.	2020	Link
45	W. Aslam, M. M. Fraz, S.K. Rizvi, S. Saleem, “Cross-validation of machine learning algorithms for malware detection using static features of Windows portable executables: A Comparative Study”, Proceedings of the 17th IEEE International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Dec, 2020, UNC Charlotte, USA.	2020	Link
46	S.N. Rashid, M.M. Fraz, S. Javed, “Multiscale Dilated UNet for Segmentation of Multi-Organ Nuclei in Digital Histology Images”, Proceedings of the 17th IEEE International Conference on Smart Communities: Improving Quality of Life Using ICT, IoT and AI (HONET), Dec, 2020, UNC Charlotte, USA.	2020	Link
47	H.S.A. Qasim, M. Shahzad, M.M. Fraz, “Deep Learning for Face Detection: Recent Advancements”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
48	N Haq, T.S.S. Hashmi, M.M. Fraz, M. Shahzad, “Rotation Aware Object Detection Model with Applications to Weapons Spotting in Surveillance Videos”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
49	A Jamshed, M.M. Fraz, “NLP Meets Vision for Visual Interpretation - A Retrospective Insight and Future directions”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
50	A.M. Shahid, M.M. Fraz, M. Shahzad, “Large Scale Face Recognition In the Wild: Technical Challenges and Research Directions”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
51	M.S. Arshad, U.A. Rehman, M.M. Fraz, “Plant Disease Identification Using Transfer Learning”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
52	A.H. Khan, M.M. Fraz, M. Shahzad, “Deep Learning Based Land Cover and Crop Type Classification: A Comparative Study”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
53	R. Faizan, M.M. Fraz, M. Shahzad, “IAB-Net: Informative and Attention Based Person Re-Identification”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
54	S. Sattar, Y. Sattar, M. Shahzad, M.M. Fraz, “Group Activity Recognition in Visual Data: A Retrospective Analysis of Recent Advancements”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
55	T.S.S. Hashmi, N Haq, M.M. Fraz, M. Shahzad, “Application of Deep Learning for Weapons Detection in Surveillance Videos”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
56	M.A. Nawshad, U.A. Shami, S. Sajid, M.M. Fraz, “Attention Based Residual Network for Effective Detection of COVID-19 and Viral Pneumonia”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
57	G.M. Dogar, M.M. Fraz, S. Javed, “Feature Attention Network for Simultaneous Nuclei Instance Segmentation and Classification in Histology Images”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
58	A Rasool, M.M. Fraz, S. Javed, “Multiscale Unified Network for Simultaneous Segmentation of Nerves and Micro-vessels in Histology Images”, 2021 International Conference on Digital Futures and Transformative Technologies (ICoDT2) IEEE, May, 2021, Islamabad, Pakistan.	2021	Link
59	Haq, N. U., Fraz, M. M., Hashmi, T. S., & Shahzad, M. (2021). Orientation Aware Weapons Detection In Visual Data : A Benchmark Dataset. arXiv. https://doi.org/10.1007/s00607-022-01095-0	2021	Link
60	B. Khan, M. M. Fraz and A. Mumtaz, "Enhanced Super-Resolution via Squeeze-and-Residual-Excitation in Aerial Imagery," 2021 International Conference on Frontiers of Information Technology (FIT), 2021, pp. 19-24, doi: 10.1109/FIT53504.2021.00014.	2021	Link
61	S. Wazir and M. M. Fraz, "HistoSeg: Quick attention with multi-loss function for multi-structure segmentation in digital histology images," 2022 12th International Conference on Pattern Recognition Systems (ICPRS), 2022, pp. 1-7, doi: 10.1109/ICPRS54038.2022.9854067.	2022	Link

Book/Chapter

#	Book/Chapter	Year	Link
4	[Chapter] M.M. Fraz, S.A. Barman, "Image Analysis and Modelling in Ophthalmology / Computer vision algorithms applied to retinal vessel segmentation and quantification of vessel calibre", CRC Press Tayler and Francis CRC Press Tayler and Francis, ISBSN 978-1-4665-5938, Feb 2014.	2014	Link
3	[Chapter] M.M. Fraz, S.A. Barman, "Image Analysis and Modelling in Ophthalmology / Ensemble classification applied to retinal blood vessel segmentation: Theory and Implementation", CRC Press Tayler and Francis CRC Press Tayler and Francis, ISBSN 978-1-4665-5938-7, Feb 2014.	2014	Link
2	[Chapter] M.M. Fraz, P. Remagnino, A. Hoppe, B. Uyyanonvara, A. Rudnicka, C. Owen, S. Barman, "Image Analysis and Recognition / Ensemble Classification System Applied for Retinal Vessel Segmentation on Child Images Containing Various Vessel Profiles", Springer Berlin / Heidelberg Springer Berlin / Heidelberg, ISBSN, Jul 2012.	2012	Link
1	[Chapter] M.M. Fraz, P. Remagnino, A. Hoppe, B. Uyyanonvara, A. Rudnicka, C. Owen, S. Barman, "Advances in Visual Computing / Retinal Vessel Extraction Using First-Order Derivative of Gaussian and Morphological Processing", Springer Berlin / Heidelberg Springer Berlin / Heidelberg, ISBSN, Nov 2011.	2011	Link